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PA Prisma Cloud

Offers the most comprehensive view, mapping the entire chain from infrastructure code to running applications. It scans for vulnerabilities in all components, identifying potential risks throughout the development pipeline.

OX Security

Prioritizes vulnerabilities within the supply chain using their OSC&R framework, helping developers focus on critical issues impacting their applications.

Aqua Security

Secures containerized applications; scans container registries for vulnerabilities, ensuring secure components enter the supply chain.

Snyk

Specializes in open-source libraries; identifies vulnerabilities within these libraries, mitigating risks introduced by external dependencies.

TrivyOpen Source

Finds vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds, and more.

TruffleHogOpen Source

Searches code repositories for secrets like passwords, API keys, and tokens that might have been accidentally committed; helps developers identify and remove these secrets before code is deployed.

PA Prisma Cloud

Integrates with CI/CD tools to scan code for vulnerabilities and misconfigurations early in development; offers a broad view, ensuring secure code enters the pipeline.

OX Security

Focuses on Active Security Posture Management (ASPM) within CI/CD, continuously monitoring code throughout the pipeline for vulnerabilities and automating remediation.

AccuKnox

Emphasizes runtime security within CI/CD. It goes beyond scanning by offering inline prevention, and actively stopping threats during the deployment process.

SonarQubeOpen Source

For static code analysis, identifies bugs, poor coding practices, and potential security vulnerabilities within the code itself; integrates with CI/CD pipelines to analyze code as developers commit changes. SonarQube acts as a gatekeeper at the code level, ensuring secure coding practices from the beginning.

NeuVectorOpen Source

Scans container images throughout the CI/CD pipeline, identifying vulnerabilities in open-source libraries and other dependencies used to build containers. It integrates with container registries to enforce security policies; can block images with critical vulnerabilities from entering the supply chain.

PA Prisma Cloud

Scans images during CI/CD and monitors post-deployment.

Aqua Security

Provide broad container security. PA Prisma Cloud scans container images for vulnerabilities during CI/CD and monitors container health post-deployment. Aqua Security excels in securing the entire container lifecycle, from image building to runtime protection.

Upwind

Specializes in runtime container security. It continuously monitors container activity for threats and suspicious behavior, providing real-time protection.

NeuVectorOpen Source

Comprehensive platform, providing vulnerability scanning, runtime protection, and compliance checks throughout the container lifecycle.

PA Prisma Cloud

Provides a comprehensive CSPM platform, encompassing workload and container security, cloud resource configuration monitoring, and compliance checks. It offers a unified view of your entire cloud environment.

Wiz

Focuses on cloud infrastructure security; identifies misconfigurations and vulnerabilities across cloud resources (storage, compute, network) and helps ensure adherence to security best practices.

Aqua Security

Specializes in container security, but also offers CSPM features like cloud workload protection and configuration management. It caters to organizations heavily invested in containerized applications.

Tenable Cloud

Scans cloud environments for vulnerabilities in configurations, assets, and identities. It integrates well with other Tenable products for a more extensive security posture view.

Cloud CustodianOpen Source

Comprehensive platform with built-in policy engine. It allows you to define custom security policies and continuously monitor your cloud environment for compliance. It integrates with various cloud providers and offers remediation capabilities.

ProwlerOpen Source

Security tool that performs Cloud and Kubernetes security best practices assessments, audits, incident response, continuous monitoring, hardening and forensics readiness, along with remediations. It excels at quick assessments and offers reports in various formats.

Akeyless

Emphasizes ease of use and rapid deployment. It offers a cloud-native SaaS model and pre-built integrations with popular DevOps tools, cloud providers, and security platforms. Akeyless platform also provides Secure Remote Access, KMS, and other solutions.

HashiCorp Vault

Known for its strong security features and granular access control; caters to complex enterprise environments and integrates well with other HashiCorp products.

InfisicalOpen Source

Focuses on user-centric security and zero-knowledge architecture. It keeps user encryption keys entirely on client devices, enhancing user control over secrets.

BitwardenOpen Source

Password manager that can be used to store personal and business secrets securely. Available as a SaaS subscription service with individual and enterprise plans with a variety of features.

Upwind

Concentrates on runtime threat detection within Kubernetes. It continuously monitors workloads for malicious activity, offering real-time protection against attacks specifically targeting Kubernetes deployments.

KubeArmorOpen Source

Acts as a runtime security policy enforcement engine for Kubernetes clusters. It enforces predefined security policies at the pod level, preventing unauthorized actions and potential exploits within the cluster.

NeuVectorOpen Source

Provides a comprehensive container security platform that integrates with Kubernetes. It scans container images for vulnerabilities, detects threats at runtime within Kubernetes environments, and offers compliance checks throughout the container lifecycle.

CalicoOpen Source

CiliumOpen Source

Tools focused on network security for Kubernetes clusters. Calico offers a policy-based approach to control network traffic, while Cilium utilizes eBPF technology for more granular in-kernel enforcement of network security policies within Kubernetes.

Armo

Scans infrastructure code templates (Terraform, CloudFormation) for vulnerabilities, misconfigurations, and security best practice violations. It offers a wide range of predefined policies and can automatically suggest fixes for identified vulnerabilities.

PA Prisma Cloud

Broad CSPM platform that includes IaC security; scans infrastructure code for vulnerabilities and misconfigurations, aligning with overall cloud security posture.

AccuKnox

Focuses on runtime security within CI/CD pipelines, including IaC. It can block deployments built from vulnerable IaC and offers additional runtime protection for IaC-provisioned infrastructure.

Tenable Cloud

Scans cloud environments for vulnerabilities in configurations, assets, and identities. It integrates well with other Tenable products for a more extensive security posture view.

Wiz

Beyond IaC security, offer broader CSPM functionalities; scan IaC for misconfigurations and also assess overall security posture of your cloud environment.

CheckovOpen Source

Policy-as-code approach allows users to define custom security policies alongside their IaC templates, enabling highly granular control over security checks.

PA Prisma Cloud

Broad CSPM platform that includes vulnerability management. It scans cloud resources, containers, and workloads for vulnerabilities, providing a centralized view.

Tenable Nessus

Commercial vulnerability scanner that identifies vulnerabilities in operating systems, applications, and devices. It offers extensive coverage and advanced features. Nessus is the de-facto standard in Vulnerability Scanning.

NucleiOpen Source

Vulnerability scanner that excels at identifying vulnerabilities in web applications through a unique templating system.

reNgineOpen Source

Vulnerability scanner focused on network infrastructure devices.

OpenVASOpen Source

Vulnerability scanner addresses a broader range of targets like operating systems and applications, similar to commercial scanners.

PA Prisma Cloud

Offers DLP as part of its broad CSPM platform. It focuses on cloud data security, preventing sensitive information leakage from cloud storage and applications.

Cyera

Varonis

Specializing in DLP. They monitor and control data movement across your entire IT infrastructure, including cloud, endpoints, and on-premises systems. They offer features like data encryption, access controls, and anomaly detection to prevent unauthorized data exfiltration.

CrowdStrike Falcon

Couples endpoint security with DLP capabilities. It focuses on preventing data breaches by monitoring endpoint activity and user behavior for suspicious data exfiltration attempts.

PA Prisma Cloud (Dig Security)

Specifically designed for DSPM; integrates seamlessly with the broader Prisma Cloud platform for a unified security posture. Its comprehensive scope encompasses cloud, endpoint, and workload security within one DSPM solution.

Varonis

Excels in user behavior analytics, data access controls, and user behavior analytics. Traditionally focused on on-premise data security, although with a strong Cloud solution.

Tenable Cloud (Eureka)

Mainly endpoint data security and incident response. It mostly focuses on on-premises and endpoint data security.

Protect AI

Comprehensive MLSecOps system that detects adversarial attacks, data leakage, and integrity breaches in machine learning models. It also monitors model usage and enforces access controls to ensure responsible AI practices; can help in analyzing models to understand their decision-making processes and identify potential biases.

LLM Guard (part of Protect AI platform)Open Source

Can identify attempts to manipulate LLMs with malicious prompts. It prevents sensitive information from being revealed through LLM outputs and can filter out toxic or inappropriate content generated by LLMs.

ModelScanOpen Source

Focuses on detecting data poisoning and concept drift in machine learning models.

GarakOpen Source

Emphasizes explainability and fairness in machine learning models. It provides tools to analyze models for potential biases and helps improve their explainability.